Security, Auditing, and Ethics by Design
Building a Trustworthy Personal Edge AI System

Introduction
Security and ethics are not optional layers added at the end of development. In a personal Edge AI assistant, they define whether the system deserves trust at all. This article describes how security, auditing, and ethical constraints are embedded directly into the architecture, ensuring predict